generated: '2026-08-13'
method: derived
source: >-
  https://gojiberry.ai/how-to-do-outreach-claude-linkedin-mcp (published MCP
  capabilities) bound to openapi/_original/gojiberry-ai-external-openapi-original.json
  operationIds
note: >-
  The live tools/list on https://mcp.gojiberry.ai/mcp is OAuth-gated (HTTP 401,
  -32001 "Authentication required"), so the real tool NAMES and inputSchemas
  could not be enumerated. This crosswalk therefore maps the four MCP
  capabilities Gojiberry publishes on its connect page to the REST operations
  that back them, at honestly-stated confidence. No tool name here is asserted
  to be the server's actual tool name; where a capability is bound to a REST
  operation, that operation's parameters + requestBody are the real input
  contract.
surfaces:
  openapi:
    file: openapi/_original/gojiberry-ai-external-openapi-original.json
    base: https://ext.gojiberry.ai
    operations: 28
    gated: false
  mcp:
    url: https://mcp.gojiberry.ai/mcp
    gated: true
    gate: OAuth 2.1 (authorization_code + PKCE, dynamic client registration)
    tools_list: not enumerable anonymously
  graphql:
    present: false
crosswalk:
- tool: find_warm_leads
  capability: >-
    "Find me 20 SaaS founders hiring SDRs in the US" — find warm leads scored by
    intent signal and push them into Gojiberry.
  category: lead-discovery
  rest:
  - ContactExternalController_findMany
  - ContactExternalController_getIntentTypeCounts
  binding: rest
  confidence: medium
  note: >-
    The REST surface can READ and filter already-sourced contacts (search,
    agent, dateFrom, page, limit) and count them by intent type. Net-new
    sourcing from a natural-language brief has no public REST operation — it is
    performed by the lead-source agent, configured via AgentExternalController_update
    (AgentVariableV2Dto types HIRING, JOB_SEARCH, SEARCH_KEYWORD, LOOKALIKE, ...).
- tool: build_list
  capability: Build lists and add the found leads to them.
  category: list-management
  rest:
  - ListExternalController_create
  - ListExternalController_findAll
  - ListExternalController_findOne
  - ContactExternalController_addManyToList
  - ContactExternalController_removeManyFromList
  binding: rest
  confidence: high
  note: Exact 1:1 REST coverage of the documented list-building capability.
- tool: enrich_contact
  capability: >-
    "Drop a company name and Claude finds the right contact, enriches it, and
    adds it to your list."
  category: enrichment
  rest:
  - ContactExternalController_findOne
  - ContactExternalController_enrichEmail
  - ContactExternalController_create
  - ContactExternalController_addManyToList
  binding: rest
  confidence: medium
  note: >-
    Email waterfall enrichment maps cleanly to enrichEmail; "finds the right
    contact from a company name" has no public REST operation.
- tool: write_personalized_message
  capability: >-
    "Write a message for each of them" — hyper-personalized copy from social
    activity and intent data.
  category: message-generation
  rest:
  - ContactExternalController_update
  - CampaignExternalController_update
  binding: partial
  confidence: low
  note: >-
    GENERATION is not a REST operation. The REST surface only STORES the result:
    Contact.personalizedMessages (PersonalizedMessageDto = {content, stepNumber})
    is writable on the contact/campaign update operations. The copywriting itself
    is server-side in the agent.
- tool: send_message
  capability: Run multichannel outreach; reply from the unified inbox.
  category: outreach
  rest:
  - UniboxExternalController_getThreads
  - UniboxExternalController_getThreadMessages
  - UniboxExternalController_sendMessage
  binding: rest
  confidence: medium
  note: >-
    REST sends LinkedIn messages into an existing unibox thread (chatId from
    GET /v1/unibox/threads). No public REST operation sends EMAIL — email is
    dispatched by campaigns, not by an addressable endpoint.
- tool: pipeline_insights
  capability: >-
    "Which job titles replied most this week?" — reply rates, lead breakdowns,
    intent analysis, weekly campaign reports.
  category: analytics
  rest:
  - ContactExternalController_getIntentTypeCounts
  - CampaignExternalController_findAll
  - AgentExternalController_findLogs
  binding: partial
  confidence: low
  note: >-
    No aggregate analytics endpoint exists. The published REST surface exposes
    only intent-type counts, campaign objects and agent run logs; reply-rate and
    job-title breakdowns must be computed server-side or by the agent.
mcp_only:
- tool: find_warm_leads (net-new sourcing)
  reason: >-
    Sourcing prospects from a natural-language brief is executed by the
    lead-source agent; no public REST operation performs a prospect search.
- tool: write_personalized_message (generation)
  reason: LLM copy generation is server-side; REST only persists the resulting text.
- tool: pipeline_insights (aggregates)
  reason: No analytics/reporting operations are published in the External API.
rest_only:
- capability: identity and permissions
  operations:
  - UserExternalController_getMe
  - UserExternalController_getMyPermissions
- capability: organization directory (needed for x-impersonate-user-id)
  operations:
  - OrganizationExternalController_getOrganization
  - OrganizationExternalController_getOrganizationMembers
- capability: lead-source agent configuration
  operations:
  - AgentExternalController_findAll
  - AgentExternalController_findOne
  - AgentExternalController_update
- capability: service health
  operations:
  - AppExternalController_getHello
  - AppExternalController_healthCheck
- capability: legacy unibox read
  operations:
  - UniboxExternalController_getMessagesByContactId
coverage:
  capabilities_published: 6
  capabilities_bound_to_rest: 6
  bindings_high_confidence: 1
  bindings_medium_confidence: 3
  bindings_low_confidence: 2
  mcp_only_capabilities: 3
  rest_operations_total: 28
  rest_operations_with_a_capability: 17